Before concluding that about the drive, boot from a floppy disk that takes you into Workbench. The more stripped down the WB is, the better. Many PD disks do this.
Then see if the behaviour continues when you change disks. If it doesn't it's caused by some software that's part of your normal WB install. If it does continue, it's probably hardware or the same software is somehow still running on startup.